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CORR
2010
Springer

89views Education» more CORR 2010»

Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm

15 years 6 hour ago

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We show that matrix completion with tracenorm regularization can be significantly hurt when entries of the matrix are sampled nonuniformly. We introduce a weighted version of the ...

Ruslan Salakhutdinov, Nathan Srebro

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CORR
2008
Springer

55views Education» more CORR 2008»

A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization

15 years 22 min ago

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Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...

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CORR
2010
Springer

127views Education» more CORR 2010»

Local Optimality of User Choices and Collaborative Competitive Filtering

14 years 12 months ago

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Shuang-Hong Yang

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EXPERT
2006

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CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering

14 years 12 months ago

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James Salter, Nick Antonopoulos

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IR
2008

122views Natural Language Processing» more IR 2008»

Probabilistic relevance ranking for collaborative filtering

14 years 12 months ago

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